If you’re scratching your heads how a sweet and tart fruit like pineapple could possibly make good vodka, relax. The flavors all disappear during the distillation and filtration process. Master distiller Mark Nigbur states: “There is no hint of pineapple in the taste. What the pineapple juice does is make a nice, clean mash.”